Smart way of simplifying logical circuits by hand?

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Let's say I have the following logical circuit:

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How can I create a simplified version (assuming that one exists) without laboriously creating a truth table for it? I was thinking of perhaps writing the boolean expression as a sum of minterms to then create a Karnaugh map, but the expression that I get is unwieldy. Is there a better way?

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